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Benchmarks
Spatial Understanding on CV-Bench 2D Overall
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75.4
Accuracy
Qwen2.5-VL
39.832
49.066
58.3
67.534
Jan 15, 2026
Accuracy
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy
Qwen2.5-VL
2026.01
75.4
LLaVA-OneVision
2026.01
73
Molmo
2026.01
72.8
Gemma3-4b-it
2026.01
65.9
PaliGemma
2026.01
62.4
LLaVA-NeXT
2026.01
60.6
SmolVLM2
2026.01
57.7
LLaVA v1.5
2026.01
49
LLaVA-AIMv2
encoder=AIMv2
2026.01
46.6
LLaVA-2D-RoPE
positional_embedding=2...
2026.01
44.3
LLaVA-SigLIP2
encoder=SigLIP2
2026.01
44.2
LLaVA-AIMv2-2D-RoPE
encoder=AIMv2, positio...
2026.01
43.2
LLaVA-SigLIP-2D-RoPE
encoder=SigLIP, positi...
2026.01
42.5
LLaVA-SigLIP2-2D-RoPE
encoder=SigLIP2, posit...
2026.01
41.5
LLaVA-SigLIP
encoder=SigLIP
2026.01
41.2
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